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Pattern Recognition as Conceptual Morphogenesis
February 1980 (vol. 2 no. 2)
pp. 161-165
Satosi Watanabe, University of Hawaii, Honolulu, HI; Apartment 100 Homat Prince, 2-10-25 Moto-Azabus, Minatoku, Tokyo, Japan.
Pattern recognition is our mental activity in which we formulate, select, modify, and adjust our concepts or our frames of reference so that we can see a ``form'' in objects. We can tentatively formulate this viewpoint as the principle of minimum entropy (or entropy-like function). Different algorithms in clustering and pattern recognition are given new interpretations in the light of this unifying principle.
Citation:
Satosi Watanabe, "Pattern Recognition as Conceptual Morphogenesis," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 2, no. 2, pp. 161-165, Feb. 1980, doi:10.1109/TPAMI.1980.4766993
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